3 papers
cs.CV2026
PTB-XL-Image-17K: A Large-Scale Synthetic ECG Image Dataset with Comprehensive Ground Truth for Deep Learning-Based Digitization
Naqcho Ali Mehdi, Aamir Ali Drigh
Electrocardiogram (ECG) digitization-converting paper-based or scanned ECG images back into time-series signals-is critical for leveraging decades of legacy clinical data in modern…
cs.LG2026
ECG Classification on PTB-XL: A Data-Centric Approach with Simplified CNN-VAE
Naqcho Ali Mehdi, Amir Ali
Automated electrocardiogram (ECG) classification is essential for early detection of cardiovascular diseases. While recent approaches have increasingly relied on deep neural networ…
cs.SD2026
SoundPlot: An Open-Source Framework for Birdsong Acoustic Analysis and Neural Synthesis with Interactive 3D Visualization
Naqcho Ali Mehdi, Mohammad Adeel, Aizaz Ali Larik
We present SoundPlot, an open-source framework for analyzing avian vocalizations through acoustic feature extraction, dimensionality reduction, and neural audio synthesis. The syst…